YChen1993 / CoSeRec
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
☆76Updated 2 years ago
Related projects: ⓘ
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆65Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆96Updated 2 years ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆54Updated 2 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆59Updated last year
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆51Updated last year
- cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets☆42Updated 5 months ago
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆47Updated 10 months ago
- SGL PyTorch version☆100Updated 2 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆82Updated 5 months ago
- ☆88Updated 2 years ago
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆32Updated 2 years ago
- Session-based Recommendation☆60Updated 2 months ago
- ☆36Updated 3 years ago
- ☆53Updated 2 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆83Updated last year
- ☆32Updated 3 years ago
- Code for Next-item Recommendation with Sequential Hypergraph (SIGIR2020)☆58Updated 3 years ago
- Disentangled Self-Supervision in Sequential Recommenders☆28Updated 3 years ago
- [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."☆42Updated 4 months ago
- Source code for WWW 2021 paper "Dual Side Deep Context-aware Modulation for Social Recommendation"☆22Updated 3 years ago
- PyTorch Code for Adversarial and Contrastive AutoEncoder for Sequential Recommendation.☆33Updated 3 years ago
- Session-based Recommendation, CoHHN, price preferences, interest preferences, Heterogeneous Hypergraph, Co-guided Learning, SIGIR2022☆38Updated 8 months ago
- Adaptive Denoising Training (ADT) for Recommendation.☆67Updated 2 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆73Updated 3 years ago
- An Efficient and Effective Framework for Session-based Social Recommendation☆31Updated 2 years ago
- Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation"☆26Updated last year
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆93Updated 2 years ago
- One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)☆32Updated last month
- [ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck☆29Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆49Updated last year